## OGR data source with driver: ESRI Shapefile 
## Source: "C:\Users\Jiang\Documents\Columbia\General academics\SPRING 2019\Data Visualization\Group_D_Nutrition\Group_D_Nutrition\shp\cb_2013_us_state_20m.shp", layer: "cb_2013_us_state_20m"
## with 52 features
## It has 9 fields
## Integer64 fields read as doubles:  ALAND AWATER
## 
##  2011  2012  2013  2014  2015  2016  2017 
## 10192  4368 10248  4536 10584  4620 13860
## 
##  2011  2012  2013  2014  2015  2016  2017 
## 10192  4368 10248  4536 10584  4620 13860
## 
##   AK   AL   AR   AZ   CA   CO   CT   DC   DE   FL   GA   GU   HI   IA   ID 
## 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092  616 1092 1092 1092 
##   IL   IN   KS   KY   LA   MA   MD   ME   MI   MN   MO   MS   MT   NC   ND 
## 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092 
##   NE   NH   NJ   NM   NV   NY   OH   OK   OR   PA   PR   RI   SC   SD   TN 
## 1092 1092 1092 1092 1092 1092 1092 1092 1092 1092  672 1092 1092 1092 1092 
##   TX   US   UT   VA   VI   VT   WA   WI   WV   WY 
## 1092 1092 1092 1092  336 1092 1092 1092 1092 1092
## 
##              Alabama               Alaska              Arizona 
##                 1092                 1092                 1092 
##             Arkansas           California             Colorado 
##                 1092                 1092                 1092 
##          Connecticut             Delaware District of Columbia 
##                 1092                 1092                 1092 
##              Florida              Georgia                 Guam 
##                 1092                 1092                  616 
##               Hawaii                Idaho             Illinois 
##                 1092                 1092                 1092 
##              Indiana                 Iowa               Kansas 
##                 1092                 1092                 1092 
##             Kentucky            Louisiana                Maine 
##                 1092                 1092                 1092 
##             Maryland        Massachusetts             Michigan 
##                 1092                 1092                 1092 
##            Minnesota          Mississippi             Missouri 
##                 1092                 1092                 1092 
##              Montana             National             Nebraska 
##                 1092                 1092                 1092 
##               Nevada        New Hampshire           New Jersey 
##                 1092                 1092                 1092 
##           New Mexico             New York       North Carolina 
##                 1092                 1092                 1092 
##         North Dakota                 Ohio             Oklahoma 
##                 1092                 1092                 1092 
##               Oregon         Pennsylvania          Puerto Rico 
##                 1092                 1092                  672 
##         Rhode Island       South Carolina         South Dakota 
##                 1092                 1092                 1092 
##            Tennessee                Texas                 Utah 
##                 1092                 1092                 1092 
##              Vermont       Virgin Islands             Virginia 
##                 1092                  336                 1092 
##           Washington        West Virginia            Wisconsin 
##                 1092                 1092                 1092 
##              Wyoming 
##                 1092
## 
##                                                                                                                                                                       Percent of adults aged 18 years and older who have an overweight classification 
##                                                                                                                                                                                                                                                 10500 
##                                                                                                                                                                                            Percent of adults aged 18 years and older who have obesity 
##                                                                                                                                                                                                                                                 10500 
##                                                  Percent of adults who achieve at least 150 minutes a week of moderate-intensity aerobic physical activity or 75 minutes a week of vigorous-intensity aerobic activity (or an equivalent combination) 
##                                                                                                                                                                                                                                                  5964 
## Percent of adults who achieve at least 150 minutes a week of moderate-intensity aerobic physical activity or 75 minutes a week of vigorous-intensity aerobic physical activity and engage in muscle-strengthening activities on 2 or more days a week 
##                                                                                                                                                                                                                                                  5964 
##                                                 Percent of adults who achieve at least 300 minutes a week of moderate-intensity aerobic physical activity or 150 minutes a week of vigorous-intensity aerobic activity (or an equivalent combination) 
##                                                                                                                                                                                                                                                  5964 
##                                                                                                                                                              Percent of adults who engage in muscle-strengthening activities on 2 or more days a week 
##                                                                                                                                                                                                                                                  5964 
##                                                                                                                                                                                     Percent of adults who engage in no leisure-time physical activity 
##                                                                                                                                                                                                                                                 10472 
##                                                                                                                                                                                 Percent of adults who report consuming fruit less than one time daily 
##                                                                                                                                                                                                                                                  1540 
##                                                                                                                                                                            Percent of adults who report consuming vegetables less than one time daily 
##                                                                                                                                                                                                                                                  1540
##  [1] "YearStart"                  "YearEnd"                   
##  [3] "LocationAbbr"               "LocationDesc"              
##  [5] "Datasource"                 "Class"                     
##  [7] "Topic"                      "Question"                  
##  [9] "Data_Value_Unit"            "Data_Value_Type"           
## [11] "Data_Value"                 "Data_Value_Alt"            
## [13] "Data_Value_Footnote_Symbol" "Data_Value_Footnote"       
## [15] "Low_Confidence_Limit"       "High_Confidence_Limit"     
## [17] "Sample_Size"                "Total"                     
## [19] "Age(years)"                 "Education"                 
## [21] "Gender"                     "Income"                    
## [23] "Race/Ethnicity"             "GeoLocation"               
## [25] "ClassID"                    "TopicID"                   
## [27] "QuestionID"                 "DataValueTypeID"           
## [29] "LocationID"                 "StratificationCategory1"   
## [31] "Stratification1"            "StratificationCategoryId1" 
## [33] "StratificationID1"

Fast Food Data

Nutrition Data

over year line graph

State in 2014

Mapping fastfood restaurants

state obesity rates 2011

state obesity rates 2014

obstate and distribution of Fastfood (2017)

maybe exercise frequecy matters?